{"id":"W6986036120","doi":"","title":"Sergio Gutierrez","year":2022,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CLARITY; Section (typography); Plan (archaeology); Set (abstract data type); Joint (building); Front (military); Silo; Performing arts","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008271927,0.001388683,0.0007494239,0.001555289,0.001184035,0.003701778,0.0009706315,0.00173277,0.2416801],"category_scores_gemma":[0.002271262,0.0002864881,0.0006166471,0.0006426395,0.0007316484,0.001822478,0.001721156,0.00207113,0.1430988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001601679,"about_ca_system_score_gemma":0.001954988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003862462,"about_ca_topic_score_gemma":0.004490277,"domain_scores_codex":[0.9991265,0.0001043527,0.00003271302,0.0003380497,0.0002910102,0.0001073307],"domain_scores_gemma":[0.9990553,0.0001754878,0.000076002,0.00008780055,0.0003916782,0.0002136861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002359673,0.00005954042,0.0008755586,0.0008785839,0.00002719688,0.000888149,0.0005677855,0.0006213479,0.002579732,0.03656826,0.673807,0.282891],"study_design_scores_gemma":[0.000005032975,0.000009438691,0.0002157407,0.0000846499,0.000004762031,0.0003913832,0.00007366465,0.00008358092,0.00025138,0.0006657646,0.9982086,0.000005920648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006463814,0.1097054,0.01499979,0.04217626,0.06264147,0.0001683266,0.002942958,0.004000346,0.7569017],"genre_scores_gemma":[0.0420653,0.04542511,0.005641756,0.006224938,0.008453383,0.0001343271,0.001180076,0.001127455,0.8897476],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2416801,"threshold_uncertainty_score":0.8085006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04863422977113992,"score_gpt":0.3032292645237015,"score_spread":0.2545950347525616,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}